classwork4

Загрузка данных

    gmp <- read.table("https://raw.githubusercontent.com/SergeyMirvoda/da2016/master/classwork4/gmp.dat")
    gmp$pop <- gmp$gmp/gmp$pcgmp

estimate.scaling.exponent <- function(a, y0=6611, response=gmp$pcgmp,
                                        predictor = gmp$pop, maximum.iterations=100, deriv.step = 1/100,
                                        step.scale = 1e-12, stopping.deriv = 1/100) {
  mse <- function(a) { mean((response - y0*predictor^a)^2) }
  for (iteration in 1:maximum.iterations) {
    deriv <- (mse(a+deriv.step) - mse(a))/deriv.step
    a <- a - step.scale*deriv
    if (abs(deriv) <= stopping.deriv) { break() }
  }
  fit <- list(a=a,iterations=iteration,
              converged=(iteration < maximum.iterations))
  return(fit)
}

   estimate.scaling.exponent(0.15)

## $a
## [1] 0.1211533
## 
## $iterations
## [1] 58
## 
## $converged
## [1] TRUE

Функция удаления строки

plot.with.dif.point.and.a <- function(a = 0.15,clear.row = 0){
  
  if(clear.row==1){
    row.for.clear <- sample.int(nrow(gmp),1)
    Select <-  which(!(1:nrow(gmp)) %in% row.for.clear)
    gmp <<-gmp[Select,]
  }
  gmp$predicted <- 6611*(gmp$pop)^estimate.scaling.exponent(a)[[1]]
  p.plot <- plot(pcgmp~pop, data=gmp, xlab="Население", log="xy",ylab="Доход на душу населения ($/человеко-год)", main="Метрополии США, 2006")
  print(paste("a:",estimate.scaling.exponent(a)[[1]],"iterations:", estimate.scaling.exponent(a)[[2]]))
  print(p.plot)
  print(lines(gmp$pop, gmp$predicted, col = "red"))
}

Вызов функции с разным а и вызов функции с удалением случайных точек

      plot.with.dif.point.and.a(0.3)

## [1] "a: -2.85063412085793 iterations: 2"
## NULL
## NULL

      plot.with.dif.point.and.a(0.25)

## [1] "a: -0.475270609311027 iterations: 100"
## NULL
## NULL

      plot.with.dif.point.and.a(0.2)

## [1] "a: 0.121153292739596 iterations: 70"
## NULL
## NULL

      plot.with.dif.point.and.a(0.15)

## [1] "a: 0.121153292739624 iterations: 58"
## NULL
## NULL

      plot.with.dif.point.and.a(0.1)

## [1] "a: 0.121153292739592 iterations: 61"
## NULL
## NULL

      plot.with.dif.point.and.a(0.05)

## [1] "a: 0.121153292739596 iterations: 69"
## NULL
## NULL

      plot.with.dif.point.and.a(0.12)

## [1] "a: 0.121153292739596 iterations: 54"
## NULL
## NULL

      for(i in 1:365){
        plot.with.dif.point.and.a(0.12,1)
      }

## [1] "a: 0.121235196514397 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121260769689228 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121265128955118 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121355203076448 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121405859984644 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121400800719439 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121421054080405 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121419497386495 iterations: 53"
## NULL
## NULL

## [1] "a: 0.121361926214507 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121403224165448 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121377550618037 iterations: 53"
## NULL
## NULL

## [1] "a: 0.12135509776777 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121411402623985 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121430435180818 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121449611513532 iterations: 53"
## NULL
## NULL

## [1] "a: 0.121465306539051 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121533838526851 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12154733979395 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121603807441912 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12163356471559 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121631988678278 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121702231762416 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121726790075938 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121758372724592 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121801424696104 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12178175122889 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121750584063767 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121746622007304 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121785384413533 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121735052494439 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121712547390643 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121691837007803 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121732629553576 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121697356975236 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12167206963172 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121671661434587 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121600945440803 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121608451549209 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121580064392688 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12160124757113 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121658563506244 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121788254718889 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121788565745928 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12181065527814 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121800543356064 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121839899200256 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12182467501392 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121820859802126 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121795164417663 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12180016970598 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121791504775022 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12182220745095 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121814900862305 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121636170039335 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121571253993145 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121639155434726 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121705259820865 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121784814778388 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121755813516419 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121713004944458 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121715077181479 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121746867577631 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121809312676259 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121790506624318 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121793922899117 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121810092414718 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121728776410104 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121743824082444 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121734918781864 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121639047782514 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121644775343575 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121639795161394 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121569561536056 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121641055156183 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12162693086683 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121675795530941 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121728418434072 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121796414767199 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121825923659392 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121861854993028 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121904477976155 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121882473173802 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121837701861897 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121737006126787 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121611975343579 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121625078660117 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12161495260074 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121696972132034 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12181118498512 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121874170733086 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121860096169968 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121904373911566 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121842522029932 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121887275581673 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121876280646814 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121875305594436 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121802141159175 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121874945390482 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12182760718568 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121855576904094 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121858934579252 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121822010215938 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121847133922254 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121856814408936 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121831679881913 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121886295208805 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121857034526815 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121962568129065 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121897641499299 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121905940367048 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121928225973996 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121977361868769 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121874700677575 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121870776517173 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12187579377108 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121952062927517 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121817349904537 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121849366445211 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121948619644204 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122015308371524 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12207248237319 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122046200342995 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122061607430548 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122029120354664 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122034400557057 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122068729883451 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122201921140152 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122002146038104 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121980802889958 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121990120016346 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12200245132547 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122039619270194 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121978042204051 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122004744233456 iterations: 54"
## NULL
## NULL

## [1] "a: 0.121982868739053 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122068366642212 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122118871170808 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122075250368935 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122091626410424 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122100624321087 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122140322920237 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12217735631607 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122186373572027 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122170721569252 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122280975849512 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122300732538981 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122357831703179 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122421721164683 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122258015666863 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122377804792032 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122413591933792 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122424911412589 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122365333464637 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122421714288299 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122439503283566 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122827624535557 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122877032777503 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122921184748028 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122934901482037 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122959469081785 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123000513599519 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123078866346947 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123107808881016 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123256703879672 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123327422796919 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123373150464556 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123286459847773 iterations: 53"
## NULL
## NULL

## [1] "a: 0.12338814986252 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123422801388387 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123489753572455 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123534018613167 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123606136005567 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123609036606643 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123664524107696 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123629849084145 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12366142171936 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123480456465917 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123321013893493 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123450429290259 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123497606227636 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123504928356413 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123529614270109 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123430043180451 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123615944720665 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123461699820193 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123415099801839 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123364461485749 iterations: 55"
## NULL
## NULL

## [1] "a: 0.123374003338709 iterations: 55"
## NULL
## NULL

## [1] "a: 0.123354405184208 iterations: 54"
## NULL
## NULL

## [1] "a: 0.1233967775587 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123460736383161 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123455807683212 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123554099055531 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123392449173287 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123336520729402 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123263927245921 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123420534464357 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123422926164444 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123297717726034 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123323793849318 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123323884210367 iterations: 53"
## NULL
## NULL

## [1] "a: 0.12339499432261 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123443974586679 iterations: 53"
## NULL
## NULL

## [1] "a: 0.12343136793502 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123593885006253 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123555742188582 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123491682567537 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123436490418326 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123305291662269 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123392102532635 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123388943864449 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123396644225249 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123494140583699 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123456775378182 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123345520796127 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123390086041277 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123519000929333 iterations: 53"
## NULL
## NULL

## [1] "a: 0.12358265509125 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123659117028531 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123704874259423 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123762876309352 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123867705295996 iterations: 53"
## NULL
## NULL

## [1] "a: 0.124105870131522 iterations: 53"
## NULL
## NULL

## [1] "a: 0.124101715384145 iterations: 53"
## NULL
## NULL

## [1] "a: 0.1236277575509 iterations: 54"
## NULL
## NULL

## [1] "a: 0.12283732739607 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122891181953388 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12257300730271 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122640883774821 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122704332807208 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122793799626335 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122699291413174 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122726134259282 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122861446276495 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122909513973173 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122943415194234 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123090073869809 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123068065884242 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123011986305015 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123020328793485 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123058162607853 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122798335720246 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122768532987315 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122727015411599 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122527293564529 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122371797629453 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122554099649578 iterations: 56"
## NULL
## NULL

## [1] "a: 0.122101742226872 iterations: 56"
## NULL
## NULL

## [1] "a: 0.121657257263528 iterations: 58"
## NULL
## NULL

## [1] "a: 0.121656637959745 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121811579697193 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121722316623799 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121966347179534 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121935342943017 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121751198952186 iterations: 57"
## NULL
## NULL

## [1] "a: 0.12183987469436 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121668320401469 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121687753819983 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121830212955491 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122094868509675 iterations: 56"
## NULL
## NULL

## [1] "a: 0.122087371598041 iterations: 56"
## NULL
## NULL

## [1] "a: 0.122101696603209 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122124605741844 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121975495391438 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122028767551814 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122312109542249 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122273450336418 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122356390250903 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122260172959264 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122330992509391 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122259461394542 iterations: 58"
## NULL
## NULL

## [1] "a: 0.122346043328371 iterations: 58"
## NULL
## NULL

## [1] "a: 0.122130760619456 iterations: 58"
## NULL
## NULL

## [1] "a: 0.121977263618625 iterations: 58"
## NULL
## NULL

## [1] "a: 0.122225732708962 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122342210522891 iterations: 57"
## NULL
## NULL

## [1] "a: 0.12250361923337 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122534988124965 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122928453045953 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122678441641059 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122396660107983 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122403732252312 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122465914097419 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122615121123708 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122103094657083 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122159240166106 iterations: 56"
## NULL
## NULL

## [1] "a: 0.121871705989336 iterations: 56"
## NULL
## NULL

## [1] "a: 0.122056743175511 iterations: 56"
## NULL
## NULL

## [1] "a: 0.122115103311372 iterations: 55"
## NULL
## NULL

## [1] "a: 0.121952789856566 iterations: 55"
## NULL
## NULL

## [1] "a: 0.12218092055525 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122246322526534 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122294056179772 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122071183223208 iterations: 55"
## NULL
## NULL

## [1] "a: 0.122216589916593 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122361413842077 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122377031457155 iterations: 54"
## NULL
## NULL

## [1] "a: 0.122794382253213 iterations: 53"
## NULL
## NULL

## [1] "a: 0.12274109105067 iterations: 54"
## NULL
## NULL

## [1] "a: 0.123037025363503 iterations: 53"
## NULL
## NULL

## [1] "a: 0.122787501272438 iterations: 53"
## NULL
## NULL

## [1] "a: 0.123287728908711 iterations: 56"
## NULL
## NULL

## [1] "a: 0.121495327916634 iterations: 58"
## NULL
## NULL

## [1] "a: 0.121468411592318 iterations: 59"
## NULL
## NULL

## [1] "a: 0.121440257470467 iterations: 58"
## NULL
## NULL

## [1] "a: 0.121177942032877 iterations: 60"
## NULL
## NULL

## [1] "a: 0.120980100559016 iterations: 59"
## NULL
## NULL

## [1] "a: 0.120953082335014 iterations: 59"
## NULL
## NULL

## [1] "a: 0.121091145858817 iterations: 59"
## NULL
## NULL

## [1] "a: 0.121279902440329 iterations: 59"
## NULL
## NULL

## [1] "a: 0.12140991291209 iterations: 59"
## NULL
## NULL

## [1] "a: 0.121444554938175 iterations: 59"
## NULL
## NULL

## [1] "a: 0.121799479890168 iterations: 58"
## NULL
## NULL

## [1] "a: 0.121971280152927 iterations: 58"
## NULL
## NULL

## [1] "a: 0.121739490512744 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121695006172614 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121183346425876 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121285245233171 iterations: 57"
## NULL
## NULL

## [1] "a: 0.121824362066066 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122071134109905 iterations: 57"
## NULL
## NULL

## [1] "a: 0.12221208727109 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122325419596241 iterations: 57"
## NULL
## NULL

## [1] "a: 0.122493937887862 iterations: 57"
## NULL
## NULL

## [1] "a: 0.12201485926507 iterations: 59"
## NULL
## NULL

## [1] "a: 0.122407440846003 iterations: 61"
## NULL
## NULL

## [1] "a: 0.121968477156664 iterations: 61"
## NULL
## NULL

## [1] "a: 0.12205889125906 iterations: 61"
## NULL
## NULL

## [1] "a: 0.121968539841848 iterations: 61"
## NULL
## NULL

## [1] "a: 0.122116421986999 iterations: 60"
## NULL
## NULL

## [1] "a: 0.123006806701698 iterations: 59"
## NULL
## NULL

## [1] "a: 0.123196965265426 iterations: 58"
## NULL
## NULL

## [1] "a: 0.122712485757159 iterations: 59"
## NULL
## NULL

## [1] "a: 0.121448471911875 iterations: 60"
## NULL
## NULL

## [1] "a: 0.121167210989295 iterations: 60"
## NULL
## NULL

## [1] "a: 0.12059025701265 iterations: 61"
## NULL
## NULL

## [1] "a: 0.120721416706828 iterations: 61"
## NULL
## NULL

## [1] "a: 0.119512225686108 iterations: 62"
## NULL
## NULL

## [1] "a: 0.119227896033421 iterations: 63"
## NULL
## NULL

## [1] "a: 0.119780169135843 iterations: 58"
## NULL
## NULL

## [1] "a: 0.119114843825551 iterations: 62"
## NULL
## NULL

## [1] "a: 0.119404661210797 iterations: 60"
## NULL
## NULL

## [1] "a: 0.119732291752565 iterations: 58"
## NULL
## NULL

## [1] "a: 0.119379575850947 iterations: 64"
## NULL
## NULL

## [1] "a: 0.120356763714193 iterations: 60"
## NULL
## NULL

## [1] "a: 0.123257601629886 iterations: 62"
## NULL
## NULL

## [1] "a: 0.122035990999118 iterations: 63"
## NULL
## NULL

## [1] "a: 0.122820502831723 iterations: 63"
## NULL
## NULL

## [1] "a: 0.123059427445001 iterations: 62"
## NULL
## NULL

## [1] "a: 0.122245559310242 iterations: 63"
## NULL
## NULL

## [1] "a: 0.119449533152158 iterations: 74"
## NULL
## NULL

## [1] "a: 0.120653241276905 iterations: 75"
## NULL
## NULL

## [1] "a: 0.122303309732141 iterations: 80"
## NULL
## NULL

## [1] "a: 0.124373271831253 iterations: 81"
## NULL
## NULL

## [1] "a: 0.125867406287666 iterations: 79"
## NULL
## NULL

## [1] "a: 0.127098035954491 iterations: 76"
## NULL
## NULL

## [1] "a: 0.127579214967078 iterations: 77"
## NULL
## NULL

## [1] "a: 0.12683552966469 iterations: 77"
## NULL
## NULL

## [1] "a: 0.124779186525975 iterations: 78"
## NULL
## NULL

## [1] "a: 0.125557228016371 iterations: 76"
## NULL
## NULL

## [1] "a: 0.125726437786473 iterations: 73"
## NULL
## NULL

## [1] "a: 0.129967400262022 iterations: 65"
## NULL
## NULL

## [1] "a: 0.124588906025657 iterations: 69"
## NULL
## NULL

## [1] "a: 0.105641988455875 iterations: 100"
## NULL
## NULL

## [1] "a: 0.0911748574909886 iterations: 100"
## NULL
## NULL

## [1] "a: 0.067575530584687 iterations: 100"
## NULL
## NULL

---

Были построены графики, которые показывают постепенное удаление точек:

1. Было установлено, что показатель “а” меняется незначительно и держится около 0.12 и количество итераций держится в одном интервале, нестабильное значение итераций проявляется при удалении значимых точек
2. Чем ближе стартовое значение “а” к искомой “а”, тем меньше количество итераций ***